{"id":"https://openalex.org/W4389269043","doi":"https://doi.org/10.1145/3634747","title":"Few-shot Incremental Event Detection","display_name":"Few-shot Incremental Event Detection","publication_year":2023,"publication_date":"2023-12-02","ids":{"openalex":"https://openalex.org/W4389269043","doi":"https://doi.org/10.1145/3634747"},"language":"en","primary_location":{"id":"doi:10.1145/3634747","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3634747","pdf_url":null,"source":{"id":"https://openalex.org/S4306421405","display_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","issn_l":"2375-4699","issn":["2375-4699","2375-4702"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100599817","display_name":"Hao Wang","orcid":"https://orcid.org/0000-0003-0896-080X"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hao Wang","raw_affiliation_strings":["School of Information Scienceand Technology, North China University of Technology, and CNONIX National Standard Applicationand Promotion Lab"],"affiliations":[{"raw_affiliation_string":"School of Information Scienceand Technology, North China University of Technology, and CNONIX National Standard Applicationand Promotion Lab","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021493053","display_name":"Hanwen Shi","orcid":"https://orcid.org/0000-0003-2723-1055"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanwen Shi","raw_affiliation_strings":["School of Information Scienceand Technology, North China University of Technology, and CNONIX National Standard Applicationand Promotion Lab"],"affiliations":[{"raw_affiliation_string":"School of Information Scienceand Technology, North China University of Technology, and CNONIX National Standard Applicationand Promotion Lab","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101786459","display_name":"Jianyong Duan","orcid":"https://orcid.org/0000-0003-1322-2107"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianyong Duan","raw_affiliation_strings":["School of Information Scienceand Technology, North China University of Technology, and CNONIX National Standard Applicationand Promotion Lab"],"affiliations":[{"raw_affiliation_string":"School of Information Scienceand Technology, North China University of Technology, and CNONIX National Standard Applicationand Promotion Lab","institution_ids":["https://openalex.org/I1456306"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100599817"],"corresponding_institution_ids":["https://openalex.org/I1456306"],"apc_list":null,"apc_paid":null,"fwci":0.3432,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67358897,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"23","issue":"2","first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7737842798233032},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6968285441398621},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6661492586135864},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6028925180435181},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5786423683166504},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5520829558372498},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5295774936676025},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5233741998672485},{"id":"https://openalex.org/keywords/retraining","display_name":"Retraining","score":0.5019967555999756},{"id":"https://openalex.org/keywords/complex-event-processing","display_name":"Complex event processing","score":0.4678526520729065},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.4508768916130066},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4501011371612549},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4283604323863983},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.08538538217544556},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07229405641555786}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7737842798233032},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6968285441398621},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6661492586135864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6028925180435181},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5786423683166504},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5520829558372498},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5295774936676025},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5233741998672485},{"id":"https://openalex.org/C2778712577","wikidata":"https://www.wikidata.org/wiki/Q3505966","display_name":"Retraining","level":2,"score":0.5019967555999756},{"id":"https://openalex.org/C123606473","wikidata":"https://www.wikidata.org/wiki/Q907918","display_name":"Complex event processing","level":3,"score":0.4678526520729065},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.4508768916130066},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4501011371612549},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4283604323863983},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.08538538217544556},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07229405641555786},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C155202549","wikidata":"https://www.wikidata.org/wiki/Q178803","display_name":"International trade","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3634747","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3634747","pdf_url":null,"source":{"id":"https://openalex.org/S4306421405","display_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","issn_l":"2375-4699","issn":["2375-4699","2375-4702"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7799999713897705}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G264653538","display_name":null,"funder_award_id":"6197200","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5869528975","display_name":null,"funder_award_id":"61972003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G607161736","display_name":null,"funder_award_id":"62076167","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6586345307","display_name":null,"funder_award_id":"61972003, 62076167","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1583837637","https://openalex.org/W2115792525","https://openalex.org/W2130867619","https://openalex.org/W2250999640","https://openalex.org/W2512522169","https://openalex.org/W2526529994","https://openalex.org/W2560647685","https://openalex.org/W2601450892","https://openalex.org/W2891553865","https://openalex.org/W2948734064","https://openalex.org/W2954929116","https://openalex.org/W2963314614","https://openalex.org/W2981647022","https://openalex.org/W3034942609","https://openalex.org/W3035000929","https://openalex.org/W3035342403","https://openalex.org/W3099910226","https://openalex.org/W3101118213","https://openalex.org/W3103819114","https://openalex.org/W3121835124","https://openalex.org/W3152497081","https://openalex.org/W3156221729","https://openalex.org/W3161024824","https://openalex.org/W3175868346","https://openalex.org/W3176779063","https://openalex.org/W3177413495","https://openalex.org/W4289603742","https://openalex.org/W6841067309"],"related_works":["https://openalex.org/W2081982437","https://openalex.org/W4394857231","https://openalex.org/W2027050655","https://openalex.org/W3028244590","https://openalex.org/W4254349500","https://openalex.org/W2014369232","https://openalex.org/W3122042562","https://openalex.org/W2050078012","https://openalex.org/W2060761133","https://openalex.org/W2360307734"],"abstract_inverted_index":{"Event":[0],"detection":[1,7,148],"tasks":[2],"can":[3,25,61],"enable":[4],"the":[5,45,55,77,99,127,134,144],"quick":[6],"of":[8,31,54,71,79,83],"events":[9],"from":[10,57],"texts":[11],"and":[12,153,158,173],"provide":[13],"powerful":[14],"support":[15],"for":[16,94,143],"downstream":[17],"natural":[18],"language":[19],"processing":[20],"tasks.":[21],"Most":[22],"such":[23],"methods":[24,172],"only":[26],"detect":[27,39,48,117,130],"a":[28,40,105,118,139,167],"fixed":[29],"set":[30],"predefined":[32],"event":[33,85,110,120,147],"classes.":[34,73],"To":[35,97],"extend":[36],"them":[37],"to":[38,47,90,116,129,133],"new":[41,72,84,106,119],"class":[42,121],"without":[43],"losing":[44],"ability":[46,128],"old":[49,131],"classes":[50,86,132],"requires":[51,68],"costly":[52],"retraining":[53],"model":[56,95],"scratch.":[58],"Incremental":[59],"learning":[60,115],"effectively":[62],"solve":[63],"this":[64],"problem,":[65],"but":[66],"it":[67,88],"abundant":[69],"data":[70,82,93],"In":[74],"practice,":[75],"however,":[76],"lack":[78],"high-quality":[80],"labeled":[81],"makes":[87],"difficult":[89],"obtain":[91],"enough":[92],"training.":[96],"address":[98],"above":[100],"mentioned":[101],"issues,":[102],"we":[103],"define":[104],"task,":[107],"few-shot":[108,145],"incremental":[109,146],"detection,":[111],"which":[112],"focuses":[113],"on":[114,151],"with":[122],"limited":[123],"data,":[124],"while":[125],"retaining":[126],"extent":[135],"possible.":[136],"We":[137],"created":[138],"benchmark":[140],"dataset":[141],"IFSED":[142],"task":[149],"based":[150],"FewEvent":[152],"propose":[154],"two":[155],"benchmarks,":[156],"IFSED-K":[157],"IFSED-KP.":[159],"Experimental":[160],"results":[161],"show":[162],"that":[163],"our":[164],"approach":[165],"has":[166],"higher":[168],"F1-score":[169],"than":[170],"baseline":[171],"is":[174],"more":[175],"stable.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}